Uniform Graphical Convergence of Subgradients in Nonconvex Optimization and Learning.
Damek DavisDmitriy DrusvyatskiyPublished in: CoRR (2018)
Keyphrases
- optimization problems
- data sets
- global optimization
- optimization algorithm
- learning algorithm
- learning systems
- online learning
- learning process
- mobile learning
- learning tasks
- learning problems
- supervised learning
- cost function
- linear programming
- active learning
- support vector
- background knowledge
- decision trees
- inductive inference
- quasi newton